WeatherBench
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
WeatherBench
1.234MSE
10
WeatherBench UV10
1.46MSE
9
WeatherBench real-world
26.56PSNR
9
WeatherBench 3 Day Forecast
74.9Average ACC
9
WeatherBench South Pacific 3h horizon
43z150 RMSE (m s^-2)
8
WeatherBench South Pacific 1h horizon
26z150 RMSE
8
WeatherBench South Pacific 12h horizon (test)
3RMSE (z=150, m/s^2)
8
WeatherBench South Pacific 6h horizon (test)
21z150 RMSE (m/s^2)
8
WeatherBench South Pacific 60-hour horizon (test)
3Error Z (150hPa)
8
WeatherBench South Pacific 24-hour horizon (test)
7z150 (m s-2)
8
WeatherBench 5-day lead time
2.04RMSE
8
WeatherBench 5-day lead time
358.96RMSE
8
WeatherBench 5-day lead time
2.94RMSE
8
WeatherBench 5-day lead time
2.84RMSE
8
WeatherBench 5-day lead time
1.66RMSE
8
WeatherBench 2
0.048Time per Step
8
WeatherBench
35.71PSNR
8
WeatherBench
23.63PSNR
8
WeatherBench 2
54.7Accuracy
7
WeatherBench 9-day lead time
3.32RMSE
7
WeatherBench 7-day lead time
2.77RMSE
7
WeatherBench 9-day lead time
715.46RMSE
7
WeatherBench 7-day lead time
565.2RMSE
7
WeatherBench 5-day lead time
0.28RMSE
7
WeatherBench 9-day lead time
4.25RMSE (10m V-wind)
7